CA2225363A1 - Method for predicting chemical or physical properties of complex mixtures - Google Patents

Method for predicting chemical or physical properties of complex mixtures

Info

Publication number
CA2225363A1
CA2225363A1 CA002225363A CA2225363A CA2225363A1 CA 2225363 A1 CA2225363 A1 CA 2225363A1 CA 002225363 A CA002225363 A CA 002225363A CA 2225363 A CA2225363 A CA 2225363A CA 2225363 A1 CA2225363 A1 CA 2225363A1
Authority
CA
Canada
Prior art keywords
mixture
chemical
physical properties
analysis
complex mixtures
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CA002225363A
Other languages
French (fr)
Other versions
CA2225363C (en
Inventor
Terrence R. Ashe
Jeffrey D. Kelly
Tian Chong Lau
Ronald T. Pho
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
ExxonMobil Technology and Engineering Co
Original Assignee
Individual
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Individual filed Critical Individual
Publication of CA2225363A1 publication Critical patent/CA2225363A1/en
Application granted granted Critical
Publication of CA2225363C publication Critical patent/CA2225363C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J49/00Particle spectrometers or separator tubes
    • H01J49/0027Methods for using particle spectrometers
    • H01J49/0031Step by step routines describing the use of the apparatus
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/26Oils; Viscous liquids; Paints; Inks
    • G01N33/28Oils, i.e. hydrocarbon liquids
    • G01N33/2829Mixtures of fuels
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J49/00Particle spectrometers or separator tubes
    • H01J49/02Details
    • H01J49/04Arrangements for introducing or extracting samples to be analysed, e.g. vacuum locks; Arrangements for external adjustment of electron- or ion-optical components
    • H01J49/0422Arrangements for introducing or extracting samples to be analysed, e.g. vacuum locks; Arrangements for external adjustment of electron- or ion-optical components for gaseous samples
    • HELECTRICITY
    • H01ELECTRIC ELEMENTS
    • H01JELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J49/00Particle spectrometers or separator tubes
    • H01J49/26Mass spectrometers or separator tubes
    • H01J49/34Dynamic spectrometers
    • H01J49/42Stability-of-path spectrometers, e.g. monopole, quadrupole, multipole, farvitrons
    • H01J49/4205Device types
    • H01J49/421Mass filters, i.e. deviating unwanted ions without trapping
    • H01J49/4215Quadrupole mass filters
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02Column chromatography
    • G01N2030/022Column chromatography characterised by the kind of separation mechanism
    • G01N2030/025Gas chromatography
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/129Using chemometrical methods
    • G01N2201/1293Using chemometrical methods resolving multicomponent spectra
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02Column chromatography
    • G01N30/62Detectors specially adapted therefor
    • G01N30/72Mass spectrometers
    • G01N30/7206Mass spectrometers interfaced to gas chromatograph
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02Column chromatography
    • G01N30/86Signal analysis
    • G01N30/8624Detection of slopes or peaks; baseline correction
    • G01N30/8644Data segmentation, e.g. time windows
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02Column chromatography
    • G01N30/86Signal analysis
    • G01N30/8675Evaluation, i.e. decoding of the signal into analytical information
    • G01N30/8682Group type analysis, e.g. of components having structural properties in common
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N30/00Investigating or analysing materials by separation into components using adsorption, absorption or similar phenomena or using ion-exchange, e.g. chromatography or field flow fractionation
    • G01N30/02Column chromatography
    • G01N30/86Signal analysis
    • G01N30/8693Models, e.g. prediction of retention times, method development and validation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/30Prediction of properties of chemical compounds, compositions or mixtures

Landscapes

  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Food Science & Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • General Chemical & Material Sciences (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Medicinal Chemistry (AREA)
  • Physics & Mathematics (AREA)
  • Biochemistry (AREA)
  • Oil, Petroleum & Natural Gas (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
  • Physical Or Chemical Processes And Apparatus (AREA)
  • Organic Low-Molecular-Weight Compounds And Preparation Thereof (AREA)

Abstract

A method for predicting the propreties of a complex hydrocarbon mixture which comprises selecting one or more known chemical, perceptual, physical or performance properties of the complex mixture and creating a training set from reference samples which contain characteristic molecular species present in the mixture. The reference samples are subjected to GC/MS analysis wherein the often collinear data generated are treated by multivariate correlation methods. The training set produces coefficients which are multiplied by the matrix generated from a GC/MS analysis of an unknown mixture to produce a predicted value for the chemical, performance or physical property or groups of properties selected.
CA002225363A 1995-06-23 1996-05-09 Method for predicting chemical or physical properties of complex mixtures Expired - Fee Related CA2225363C (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US08/494,201 US5602755A (en) 1995-06-23 1995-06-23 Method for predicting chemical or physical properties of complex mixtures
US08/494,201 1995-06-23
PCT/US1996/006592 WO1997001142A1 (en) 1995-06-23 1996-05-09 Method for predicting chemical or physical properties of complex mixtures

Publications (2)

Publication Number Publication Date
CA2225363A1 true CA2225363A1 (en) 1997-01-09
CA2225363C CA2225363C (en) 2008-02-19

Family

ID=23963477

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002225363A Expired - Fee Related CA2225363C (en) 1995-06-23 1996-05-09 Method for predicting chemical or physical properties of complex mixtures

Country Status (8)

Country Link
US (1) US5602755A (en)
EP (1) EP0871936B1 (en)
JP (1) JPH11509313A (en)
AU (1) AU709024B2 (en)
CA (1) CA2225363C (en)
DE (1) DE69620238T2 (en)
NO (1) NO319388B1 (en)
WO (1) WO1997001142A1 (en)

Families Citing this family (53)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5463564A (en) 1994-09-16 1995-10-31 3-Dimensional Pharmaceuticals, Inc. System and method of automatically generating chemical compounds with desired properties
FR2743143B1 (en) * 1995-12-28 1998-02-27 Elf Antar France METHOD FOR DETERMINING THE VALUE OF A PHYSICAL QUANTITY
US5744702A (en) * 1996-09-12 1998-04-28 Exxon Research And Engineering Company Method for analyzing total reactive sulfur
US5808180A (en) * 1996-09-12 1998-09-15 Exxon Research And Engineering Company Direct method for determination of true boiling point distillation profiles of crude oils by gas chromatography/mass spectrometry
AU722336B2 (en) * 1996-09-12 2000-07-27 Exxon Research And Engineering Company Method for analyzing total reactive sulfur
US6453246B1 (en) 1996-11-04 2002-09-17 3-Dimensional Pharmaceuticals, Inc. System, method, and computer program product for representing proximity data in a multi-dimensional space
US6295514B1 (en) 1996-11-04 2001-09-25 3-Dimensional Pharmaceuticals, Inc. Method, system, and computer program product for representing similarity/dissimilarity between chemical compounds
US6571227B1 (en) 1996-11-04 2003-05-27 3-Dimensional Pharmaceuticals, Inc. Method, system and computer program product for non-linear mapping of multi-dimensional data
DE19713194C2 (en) * 1997-03-27 1999-04-01 Hkr Sensorsysteme Gmbh Method and arrangement for recognizing properties of a sample on the basis of mass spectroscopy
US7416524B1 (en) 2000-02-18 2008-08-26 Johnson & Johnson Pharmaceutical Research & Development, L.L.C. System, method and computer program product for fast and efficient searching of large chemical libraries
AU2001241800A1 (en) 2000-02-29 2001-09-12 3-Dimensional Pharmaceuticals, Inc. Method and computer program product for designing combinatorial arrays
AU4733601A (en) * 2000-03-10 2001-09-24 Cyrano Sciences Inc Control for an industrial process using one or more multidimensional variables
US7039621B2 (en) 2000-03-22 2006-05-02 Johnson & Johnson Pharmaceutical Research & Development, L.L.C. System, method, and computer program product for representing object relationships in a multidimensional space
GB0007063D0 (en) * 2000-03-23 2000-05-10 Simsci Limited Mulitvariate statistical process monitors
WO2001075790A2 (en) 2000-04-03 2001-10-11 3-Dimensional Pharmaceuticals, Inc. Method, system, and computer program product for representing object relationships in a multidimensional space
GB0016459D0 (en) * 2000-07-04 2000-08-23 Pattern Recognition Systems As Method
US6549861B1 (en) 2000-08-10 2003-04-15 Euro-Celtique, S.A. Automated system and method for spectroscopic analysis
EP1311189A4 (en) 2000-08-21 2005-03-09 Euro Celtique Sa Near infrared blood glucose monitoring system
JP2004507821A (en) * 2000-08-22 2004-03-11 3−ディメンショナル ファーマシューティカルズ, インコーポレイテッド Methods, systems and computer program products for determining characteristics of combinatorial library products from features of library building blocks
AU2001292740A1 (en) * 2000-09-20 2002-04-02 Dimitris K. Agrafiotis Method, system, and computer program product for encoding and building products of a virtual combinatorial library
WO2002047460A2 (en) * 2000-12-15 2002-06-20 Exxonmobil Research And Engineering Company Mass spectrometric multivariate analysis of asphalts
US6406916B1 (en) 2001-01-22 2002-06-18 General Electric Company Method and apparatus for rapid quantitation of a dihydric phenol
WO2002061419A1 (en) * 2001-01-29 2002-08-08 3-Dimensional Pharmaceuticals, Inc. Method, system, and computer program product for analyzing combinatorial libraries
WO2004069164A2 (en) * 2003-01-30 2004-08-19 Euro Celtique Sa Wireless blood glucose monitoring system
CN1307419C (en) * 2003-08-29 2007-03-28 中国石油化工股份有限公司 Method of analyzing diesel oil hydrocarbon composition using solid phase extraction and mass chromatogrophy
GB2410800B (en) * 2004-02-06 2007-12-12 Statoil Asa Fingerprinting of hydrocarbon containing mixtures
WO2005079261A2 (en) * 2004-02-13 2005-09-01 Waters Investments Limited System and method for tracking and quatitating chemical entites
US7187590B2 (en) * 2004-04-26 2007-03-06 Macronix International Co., Ltd. Method and system for self-convergent erase in charge trapping memory cells
US8078402B2 (en) 2008-07-16 2011-12-13 Schlumberger Technology Corporation Method of ranking geomarkers and compositional allocation of wellbore effluents
US8781747B2 (en) * 2009-06-09 2014-07-15 Schlumberger Technology Corporation Method of determining parameters of a layered reservoir
US8360143B2 (en) * 2009-12-10 2013-01-29 Schlumberger Technology Corporation Method of determining end member concentrations
JP5454462B2 (en) * 2010-12-22 2014-03-26 株式会社島津製作所 Chromatograph mass spectrometer
US11022588B2 (en) 2011-02-22 2021-06-01 Saudi Arabian Oil Company Characterization of crude oil by simulated distillation
US10031121B2 (en) 2011-02-22 2018-07-24 Saudi Arabian Oil Company Characterization of an API gravity value of crude oil by ultraviolet visible spectroscopy
US10684239B2 (en) 2011-02-22 2020-06-16 Saudi Arabian Oil Company Characterization of crude oil by NMR spectroscopy
US10677718B2 (en) 2011-02-22 2020-06-09 Saudi Arabian Oil Company Characterization of crude oil by near infrared spectroscopy
US10571452B2 (en) 2011-06-28 2020-02-25 Saudi Arabian Oil Company Characterization of crude oil by high pressure liquid chromatography
US10725013B2 (en) 2011-06-29 2020-07-28 Saudi Arabian Oil Company Characterization of crude oil by Fourier transform ion cyclotron resonance mass spectrometry
WO2016111988A1 (en) * 2015-01-05 2016-07-14 Saudi Arabian Oil Company Charaterization of crude oil by fourier transform ion cyclotron resonance mass spectrometry
EP2739968A4 (en) * 2011-08-05 2015-04-15 Smiths Detection Inc Chemical identification using a chromatography retention index
US10048194B2 (en) 2012-02-21 2018-08-14 Saudi Arabian Oil Company Characterization of crude oil by ultraviolet visible spectroscopy
US10330653B2 (en) * 2014-03-03 2019-06-25 Indian Institute Of Technology, Delhi Optimization free technique for determining unknown concentration of the constituents for a mixture
JP6836507B2 (en) 2015-01-05 2021-03-03 サウジ アラビアン オイル カンパニー Crude oil characterization by UV-visible spectroscopy
WO2016111997A1 (en) 2015-01-05 2016-07-14 Saudi Arabian Oil Company Relative valuation method for naphtha streams
WO2016112004A1 (en) 2015-01-05 2016-07-14 Saudi Arabian Oil Company Characterization of crude oil by near infrared spectroscopy
US10401344B2 (en) 2015-01-05 2019-09-03 Saudi Arabian Oil Company Characterization of crude oil and its fractions by thermogravimetric analysis
EP3285190A1 (en) 2016-05-23 2018-02-21 Thermo Finnigan LLC Systems and methods for sample comparison and classification
CN109633059B (en) * 2018-12-14 2020-02-21 浙江省检验检疫科学技术研究院 Method for predicting flash point of flammable liquid mixed solution based on headspace gas chromatography-mass spectrometry
US11913332B2 (en) 2022-02-28 2024-02-27 Saudi Arabian Oil Company Method to prepare virtual assay using fourier transform infrared spectroscopy
US11781988B2 (en) 2022-02-28 2023-10-10 Saudi Arabian Oil Company Method to prepare virtual assay using fluorescence spectroscopy
US11781427B2 (en) 2022-02-28 2023-10-10 Saudi Arabian Oil Company Method to prepare virtual assay using ultraviolet spectroscopy
DE102022110521A1 (en) 2022-04-29 2023-11-02 Volkswagen Aktiengesellschaft Method for determining a standardized tendency of a mixture of substances to form soot
DE102022110522A1 (en) 2022-04-29 2023-11-02 Volkswagen Aktiengesellschaft Method for determining a standardized soot formation tendency of a substance mixture and representative indices for calculating an overall soot formation tendency index

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE2245815A1 (en) * 1972-09-19 1974-03-28 Bodenseewerk Perkin Elmer Co METHOD AND DEVICE FOR IDENTIFYING AND EVALUATING PEAKS IN CHROMATOGRAMS
US4353242A (en) * 1980-12-16 1982-10-12 University Of Utah Research Foundation Multichannel detection and resolution of chromatographic peaks
US4583183A (en) * 1983-02-24 1986-04-15 The United States Of America As Represented By The United States Department Of Energy Masked multichannel analyzer
US4807148A (en) * 1987-05-29 1989-02-21 Hewlett-Packard Company Deconvolving chromatographic peaks
US4835708A (en) * 1987-07-06 1989-05-30 Spectra Physics, Inc. Method and apparatus for analysis of chromatograms using cross-correlation and moment analysis
US4916645A (en) * 1988-06-02 1990-04-10 The Perkin-Elmer Corporation Continuous monochrometer drift compensation of a spectral monochromator
US5119315A (en) * 1989-04-28 1992-06-02 Amoco Corporation Method of correlating a record of sample data with a record of reference data
JPH0750101B2 (en) * 1989-09-13 1995-05-31 株式会社コスモ総合研究所 Method and apparatus for measuring cetane number or cetane index
US5121337A (en) * 1990-10-15 1992-06-09 Exxon Research And Engineering Company Method for correcting spectral data for data due to the spectral measurement process itself and estimating unknown property and/or composition data of a sample using such method
FR2672141B1 (en) * 1991-01-25 1993-04-09 Commissariat Energie Atomique METHOD FOR RECOGNIZING OBJECTS CODED BY VECTORS.

Also Published As

Publication number Publication date
EP0871936A1 (en) 1998-10-21
EP0871936B1 (en) 2002-03-27
NO976003L (en) 1998-02-23
AU5678096A (en) 1997-01-22
EP0871936A4 (en) 1999-06-30
NO976003D0 (en) 1997-12-19
DE69620238T2 (en) 2002-09-12
DE69620238D1 (en) 2002-05-02
JPH11509313A (en) 1999-08-17
CA2225363C (en) 2008-02-19
US5602755A (en) 1997-02-11
NO319388B1 (en) 2005-08-08
AU709024B2 (en) 1999-08-19
WO1997001142A1 (en) 1997-01-09

Similar Documents

Publication Publication Date Title
CA2225363A1 (en) Method for predicting chemical or physical properties of complex mixtures
CA2221034A1 (en) Method for predicting chemical or physical properties of crude oils
CA2221032A1 (en) Method for preparing blend products
WO2003100012A3 (en) Microarrays and method for running hybridization reaction for multiple samples on a single microarray
EP1528067A3 (en) Production and use of normalized DNA libraries
WO2002066952A3 (en) Mass defect labeling for the determination of oligomer sequences
EP0831879A4 (en) Method for identifying or isolating a molecule and molecules identified thereby
WO2001034290A3 (en) Array for generating combinatorial libraries
CA2237343A1 (en) Use of nuclear magnetic resonance to identify ligands to target biomolecules
WO2005050367A3 (en) Systems and methods for search query processing using trend analysis
WO2003028004A3 (en) Method and system for extracting melodic patterns in a musical piece
SE9502611D0 (en) Prediction of the properties of board
EP0989193A3 (en) DNA analyzing method
EP0751496A3 (en) Speech coding method and apparatus for the same
EP1376124A3 (en) Toxin detection and compound screening using biological membrane microarrays
CA2523107A1 (en) Instrumentation, articles of manufacture, and analysis methods
CA2067692A1 (en) Method for lysing mycobacteria
DE60314654D1 (en) PROCESSING A SPREADING SPECTRUM SIGNAL
WO2003019533A1 (en) Device and method for interpolating frequency components of signal adaptively
DE60307836D1 (en) FLOW ENZYMASSAY USING A MASS SPECTROMETRIC DETECTION
WO2006067317A3 (en) Method for increasing the hydrophobicity of an external coating for an analysis device such as biochip, said device and method for the production thereof
WO2003067214A3 (en) Method and apparatus for obtaining molecular data from a pharmaceutical specimen
ATE438150T1 (en) METHOD FOR IDENTIFYING MICROORGANISMS USING MASS SPECTROMETRY
CA2208216A1 (en) Non linear multivariate infrared analysis method
TH24555B (en) Methods for predicting chemical or physical properties Of spoon-based hydrocarbon mixtures

Legal Events

Date Code Title Description
EEER Examination request
MKLA Lapsed